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    <link rel="stylesheet" href="raster.css">
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    <title>Raster Source</title>
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    <header class="navbar" role="navigation">
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        <a class="navbar-brand" href="./"><img src="./resources/logo-70x70.png">&nbsp;OpenLayers 3 Examples</a>
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  <div class="span12 rel">
    <div id="map" class="map"></div>
    <div id="plot"></div>
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</div>


      <div class="row-fluid">
        <div class="span12">
          <h4 id="title">Raster Source</h4>
          <p id="shortdesc">Demonstrates pixelwise operations with a raster source.</p>
          <div id="docs"><p>
  This example uses a <code>ol.source.Raster</code> to generate data
  based on another source.  The raster source accepts any number of
  input sources (tile or image based) and runs a pipeline of
  operations on the input pixels.  The return from the final
  operation is used as the data for the output source.
</p> <p>
  In this case, a single tiled source of imagery is used as input.
  For each pixel, the Vegetation Greenness Index
  (<a href="http://www.tandfonline.com/doi/abs/10.1080/10106040108542184#.Vb90ITBViko">VGI</a>)
  is calculated from the input pixels.  A second operation colors
  those pixels based on a threshold value (values above the
  threshold are green and those below are transparent).
</p>
</div>
          <div id="tags">raster, pixel</div>
          <div id="api-links">Related API documentation: <ul class="inline"><li><a href="../apidoc/ol.Map.html" title="API documentation for ol.Map">ol.Map</a></li>,<li><a href="../apidoc/ol.View.html" title="API documentation for ol.View">ol.View</a></li>,<li><a href="../apidoc/ol.layer.Image.html" title="API documentation for ol.layer.Image">ol.layer.Image</a></li>,<li><a href="../apidoc/ol.layer.Tile.html" title="API documentation for ol.layer.Tile">ol.layer.Tile</a></li>,<li><a href="../apidoc/ol.source.BingMaps.html" title="API documentation for ol.source.BingMaps">ol.source.BingMaps</a></li>,<li><a href="../apidoc/ol.source.Raster.html" title="API documentation for ol.source.Raster">ol.source.Raster</a></li></ul></div>
        </div>
      </div>

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          <a id="jsfiddle-button"><i class="fa fa-jsfiddle"></i> Edit</a>
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        <form method="POST" id="jsfiddle-form" target="_blank" action="http://jsfiddle.net/api/post/jquery/1.11.0/">
          <textarea class="hidden" name="js">// NOCOMPILE
// this example uses d3 for which we don&#x27;t have an externs file.
var minVgi &#x3D; 0;
var maxVgi &#x3D; 0.25;
var bins &#x3D; 10;


/**
 * Calculate the Vegetation Greenness Index (VGI) from an input pixel.  This
 * is a rough estimate assuming that pixel values correspond to reflectance.
 * @param {ol.raster.Pixel} pixel An array of [R, G, B, A] values.
 * @return {number} The VGI value for the given pixel.
 */
function vgi(pixel) {
  var r &#x3D; pixel[0] / 255;
  var g &#x3D; pixel[1] / 255;
  var b &#x3D; pixel[2] / 255;
  return (2 * g - r - b) / (2 * g + r + b);
}


/**
 * Summarize values for a histogram.
 * @param {numver} value A VGI value.
 * @param {Object} counts An object for keeping track of VGI counts.
 */
function summarize(value, counts) {
  var min &#x3D; counts.min;
  var max &#x3D; counts.max;
  var num &#x3D; counts.values.length;
  if (value &lt; min) {
    // do nothing
  } else if (value &gt;&#x3D; max) {
    counts.values[num - 1] +&#x3D; 1;
  } else {
    var index &#x3D; Math.floor((value - min) / counts.delta);
    counts.values[index] +&#x3D; 1;
  }
}


/**
 * Use aerial imagery as the input data for the raster source.
 */
var bing &#x3D; new ol.source.BingMaps({
  key: &#x27;Your Bing Maps Key from http://bingmapsportal.com/ here&#x27;,
  imagerySet: &#x27;Aerial&#x27;
});


/**
 * Create a raster source where pixels with VGI values above a threshold will
 * be colored green.
 */
var raster &#x3D; new ol.source.Raster({
  sources: [bing],
  operation: function(pixels, data) {
    var pixel &#x3D; pixels[0];
    var value &#x3D; vgi(pixel);
    summarize(value, data.counts);
    if (value &gt;&#x3D; data.threshold) {
      pixel[0] &#x3D; 0;
      pixel[1] &#x3D; 255;
      pixel[2] &#x3D; 0;
      pixel[3] &#x3D; 128;
    } else {
      pixel[3] &#x3D; 0;
    }
    return pixel;
  },
  lib: {
    vgi: vgi,
    summarize: summarize
  }
});
raster.set(&#x27;threshold&#x27;, 0.1);

function createCounts(min, max, num) {
  var values &#x3D; new Array(num);
  for (var i &#x3D; 0; i &lt; num; ++i) {
    values[i] &#x3D; 0;
  }
  return {
    min: min,
    max: max,
    values: values,
    delta: (max - min) / num
  };
}

raster.on(&#x27;beforeoperations&#x27;, function(event) {
  event.data.counts &#x3D; createCounts(minVgi, maxVgi, bins);
  event.data.threshold &#x3D; raster.get(&#x27;threshold&#x27;);
});

raster.on(&#x27;afteroperations&#x27;, function(event) {
  schedulePlot(event.resolution, event.data.counts, event.data.threshold);
});

var map &#x3D; new ol.Map({
  layers: [
    new ol.layer.Tile({
      source: bing
    }),
    new ol.layer.Image({
      source: raster
    })
  ],
  target: &#x27;map&#x27;,
  view: new ol.View({
    center: [-9651695, 4937351],
    zoom: 13,
    minZoom: 12,
    maxZoom: 19
  })
});


var timer &#x3D; null;
function schedulePlot(resolution, counts, threshold) {
  if (timer) {
    clearTimeout(timer);
    timer &#x3D; null;
  }
  timer &#x3D; setTimeout(plot.bind(null, resolution, counts, threshold), 1000 / 60);
}

var barWidth &#x3D; 15;
var plotHeight &#x3D; 150;
var chart &#x3D; d3.select(&#x27;#plot&#x27;).append(&#x27;svg&#x27;)
    .attr(&#x27;width&#x27;, barWidth * bins)
    .attr(&#x27;height&#x27;, plotHeight);

var chartRect &#x3D; chart[0][0].getBoundingClientRect();

var tip &#x3D; d3.select(document.body).append(&#x27;div&#x27;)
    .attr(&#x27;class&#x27;, &#x27;tip&#x27;);

function plot(resolution, counts, threshold) {
  var yScale &#x3D; d3.scale.linear()
      .domain([0, d3.max(counts.values)])
      .range([0, plotHeight]);

  var bar &#x3D; chart.selectAll(&#x27;rect&#x27;).data(counts.values);

  bar.enter().append(&#x27;rect&#x27;);

  bar.attr(&#x27;class&#x27;, function(count, index) {
    var value &#x3D; counts.min + (index * counts.delta);
    return &#x27;bar&#x27; + (value &gt;&#x3D; threshold ? &#x27; selected&#x27; : &#x27;&#x27;);
  })
  .attr(&#x27;width&#x27;, barWidth - 2);

  bar.transition().attr(&#x27;transform&#x27;, function(value, index) {
    return &#x27;translate(&#x27; + (index * barWidth) + &#x27;, &#x27; +
        (plotHeight - yScale(value)) + &#x27;)&#x27;;
  })
  .attr(&#x27;height&#x27;, yScale);

  bar.on(&#x27;mousemove&#x27;, function(count, index) {
    var threshold &#x3D; counts.min + (index * counts.delta);
    if (raster.get(&#x27;threshold&#x27;) !&#x3D;&#x3D; threshold) {
      raster.set(&#x27;threshold&#x27;, threshold);
      raster.changed();
    }
  });

  bar.on(&#x27;mouseover&#x27;, function(count, index) {
    var area &#x3D; 0;
    for (var i &#x3D; counts.values.length - 1; i &gt;&#x3D; index; --i) {
      area +&#x3D; resolution * resolution * counts.values[i];
    }
    tip.html(message(counts.min + (index * counts.delta), area));
    tip.style(&#x27;display&#x27;, &#x27;block&#x27;);
    tip.transition().style({
      left: (chartRect.left + (index * barWidth) + (barWidth / 2)) + &#x27;px&#x27;,
      top: (d3.event.y - 60) + &#x27;px&#x27;,
      opacity: 1
    });
  });

  bar.on(&#x27;mouseout&#x27;, function() {
    tip.transition().style(&#x27;opacity&#x27;, 0).each(&#x27;end&#x27;, function() {
      tip.style(&#x27;display&#x27;, &#x27;none&#x27;);
    });
  });

}

function message(value, area) {
  var acres &#x3D; (area / 4046.86).toFixed(0).replace(/\B(?&#x3D;(\d{3})+(?!\d))/g, &#x27;,&#x27;);
  return acres + &#x27; acres at&lt;br&gt;&#x27; + value.toFixed(2) + &#x27; VGI or above&#x27;;
}
</textarea>
          <textarea class="hidden" name="css">.rel {
  position: relative
}

#plot {
  pointer-events: none;
  position: absolute;
  bottom: 10px;
  left: 10px;
}

.bar {
  pointer-events: auto;
  fill: #AFAFB9;
}

.bar.selected {
  fill: green;
}

.tip {
  position: absolute;
  background: black;
  color: white;
  padding: 6px;
  font-size: 12px;
  border-radius: 4px;
  margin-bottom: 10px;
  display: none;
  opacity: 0;
}
</textarea>
          <textarea class="hidden" name="html">&lt;div class&#x3D;&quot;row-fluid&quot;&gt;
  &lt;div class&#x3D;&quot;span12 rel&quot;&gt;
    &lt;div id&#x3D;&quot;map&quot; class&#x3D;&quot;map&quot;&gt;&lt;/div&gt;
    &lt;div id&#x3D;&quot;plot&quot;&gt;&lt;/div&gt;
  &lt;/div&gt;
&lt;/div&gt;
</textarea>
          <input type="hidden" name="wrap" value="l">
          <input type="hidden" name="resources" value="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.4/css/bootstrap.min.css,https://maxcdn.bootstrapcdn.com/bootstrap/3.3.4/js/bootstrap.min.js,http://openlayers.org/en/v3.11.1/css/ol.css,http://openlayers.org/en/v3.11.1/build/ol.js,http://d3js.org/d3.v3.min.js,http://openlayers.org/en/v3.11.1/examples/raster.css">
        </form>
        <pre><code id="example-source" class="language-markup">&lt;!DOCTYPE html&gt;
&lt;html&gt;
&lt;head&gt;
&lt;title&gt;Raster Source&lt;/title&gt;
&lt;script src="https://code.jquery.com/jquery-1.11.2.min.js"&gt;&lt;/script&gt;
&lt;link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.5/css/bootstrap.min.css"&gt;
&lt;script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.5/js/bootstrap.min.js"&gt;&lt;/script&gt;
&lt;link rel="stylesheet" href="http://openlayers.org/en/v3.11.1/css/ol.css" type="text/css"&gt;
&lt;script src="http://openlayers.org/en/v3.11.1/build/ol.js"&gt;&lt;/script&gt;
&lt;script src&#x3D;&quot;http://d3js.org/d3.v3.min.js&quot;&gt;&lt;/script&gt;
&lt;link rel&#x3D;&quot;stylesheet&quot; href&#x3D;&quot;http://openlayers.org/en/v3.11.1/examples/raster.css&quot;&gt;
&lt;style&gt;
.rel {
  position: relative
}

#plot {
  pointer-events: none;
  position: absolute;
  bottom: 10px;
  left: 10px;
}

.bar {
  pointer-events: auto;
  fill: #AFAFB9;
}

.bar.selected {
  fill: green;
}

.tip {
  position: absolute;
  background: black;
  color: white;
  padding: 6px;
  font-size: 12px;
  border-radius: 4px;
  margin-bottom: 10px;
  display: none;
  opacity: 0;
}

&lt;/style&gt;
&lt;/head&gt;
&lt;body&gt;
&lt;div class="container-fluid"&gt;

&lt;div class&#x3D;&quot;row-fluid&quot;&gt;
  &lt;div class&#x3D;&quot;span12 rel&quot;&gt;
    &lt;div id&#x3D;&quot;map&quot; class&#x3D;&quot;map&quot;&gt;&lt;/div&gt;
    &lt;div id&#x3D;&quot;plot&quot;&gt;&lt;/div&gt;
  &lt;/div&gt;
&lt;/div&gt;

&lt;/div&gt;
&lt;script&gt;
// NOCOMPILE
// this example uses d3 for which we don&#x27;t have an externs file.
var minVgi &#x3D; 0;
var maxVgi &#x3D; 0.25;
var bins &#x3D; 10;


/**
 * Calculate the Vegetation Greenness Index (VGI) from an input pixel.  This
 * is a rough estimate assuming that pixel values correspond to reflectance.
 * @param {ol.raster.Pixel} pixel An array of [R, G, B, A] values.
 * @return {number} The VGI value for the given pixel.
 */
function vgi(pixel) {
  var r &#x3D; pixel[0] / 255;
  var g &#x3D; pixel[1] / 255;
  var b &#x3D; pixel[2] / 255;
  return (2 * g - r - b) / (2 * g + r + b);
}


/**
 * Summarize values for a histogram.
 * @param {numver} value A VGI value.
 * @param {Object} counts An object for keeping track of VGI counts.
 */
function summarize(value, counts) {
  var min &#x3D; counts.min;
  var max &#x3D; counts.max;
  var num &#x3D; counts.values.length;
  if (value &lt; min) {
    // do nothing
  } else if (value &gt;&#x3D; max) {
    counts.values[num - 1] +&#x3D; 1;
  } else {
    var index &#x3D; Math.floor((value - min) / counts.delta);
    counts.values[index] +&#x3D; 1;
  }
}


/**
 * Use aerial imagery as the input data for the raster source.
 */
var bing &#x3D; new ol.source.BingMaps({
  key: &#x27;Your Bing Maps Key from http://bingmapsportal.com/ here&#x27;,
  imagerySet: &#x27;Aerial&#x27;
});


/**
 * Create a raster source where pixels with VGI values above a threshold will
 * be colored green.
 */
var raster &#x3D; new ol.source.Raster({
  sources: [bing],
  operation: function(pixels, data) {
    var pixel &#x3D; pixels[0];
    var value &#x3D; vgi(pixel);
    summarize(value, data.counts);
    if (value &gt;&#x3D; data.threshold) {
      pixel[0] &#x3D; 0;
      pixel[1] &#x3D; 255;
      pixel[2] &#x3D; 0;
      pixel[3] &#x3D; 128;
    } else {
      pixel[3] &#x3D; 0;
    }
    return pixel;
  },
  lib: {
    vgi: vgi,
    summarize: summarize
  }
});
raster.set(&#x27;threshold&#x27;, 0.1);

function createCounts(min, max, num) {
  var values &#x3D; new Array(num);
  for (var i &#x3D; 0; i &lt; num; ++i) {
    values[i] &#x3D; 0;
  }
  return {
    min: min,
    max: max,
    values: values,
    delta: (max - min) / num
  };
}

raster.on(&#x27;beforeoperations&#x27;, function(event) {
  event.data.counts &#x3D; createCounts(minVgi, maxVgi, bins);
  event.data.threshold &#x3D; raster.get(&#x27;threshold&#x27;);
});

raster.on(&#x27;afteroperations&#x27;, function(event) {
  schedulePlot(event.resolution, event.data.counts, event.data.threshold);
});

var map &#x3D; new ol.Map({
  layers: [
    new ol.layer.Tile({
      source: bing
    }),
    new ol.layer.Image({
      source: raster
    })
  ],
  target: &#x27;map&#x27;,
  view: new ol.View({
    center: [-9651695, 4937351],
    zoom: 13,
    minZoom: 12,
    maxZoom: 19
  })
});


var timer &#x3D; null;
function schedulePlot(resolution, counts, threshold) {
  if (timer) {
    clearTimeout(timer);
    timer &#x3D; null;
  }
  timer &#x3D; setTimeout(plot.bind(null, resolution, counts, threshold), 1000 / 60);
}

var barWidth &#x3D; 15;
var plotHeight &#x3D; 150;
var chart &#x3D; d3.select(&#x27;#plot&#x27;).append(&#x27;svg&#x27;)
    .attr(&#x27;width&#x27;, barWidth * bins)
    .attr(&#x27;height&#x27;, plotHeight);

var chartRect &#x3D; chart[0][0].getBoundingClientRect();

var tip &#x3D; d3.select(document.body).append(&#x27;div&#x27;)
    .attr(&#x27;class&#x27;, &#x27;tip&#x27;);

function plot(resolution, counts, threshold) {
  var yScale &#x3D; d3.scale.linear()
      .domain([0, d3.max(counts.values)])
      .range([0, plotHeight]);

  var bar &#x3D; chart.selectAll(&#x27;rect&#x27;).data(counts.values);

  bar.enter().append(&#x27;rect&#x27;);

  bar.attr(&#x27;class&#x27;, function(count, index) {
    var value &#x3D; counts.min + (index * counts.delta);
    return &#x27;bar&#x27; + (value &gt;&#x3D; threshold ? &#x27; selected&#x27; : &#x27;&#x27;);
  })
  .attr(&#x27;width&#x27;, barWidth - 2);

  bar.transition().attr(&#x27;transform&#x27;, function(value, index) {
    return &#x27;translate(&#x27; + (index * barWidth) + &#x27;, &#x27; +
        (plotHeight - yScale(value)) + &#x27;)&#x27;;
  })
  .attr(&#x27;height&#x27;, yScale);

  bar.on(&#x27;mousemove&#x27;, function(count, index) {
    var threshold &#x3D; counts.min + (index * counts.delta);
    if (raster.get(&#x27;threshold&#x27;) !&#x3D;&#x3D; threshold) {
      raster.set(&#x27;threshold&#x27;, threshold);
      raster.changed();
    }
  });

  bar.on(&#x27;mouseover&#x27;, function(count, index) {
    var area &#x3D; 0;
    for (var i &#x3D; counts.values.length - 1; i &gt;&#x3D; index; --i) {
      area +&#x3D; resolution * resolution * counts.values[i];
    }
    tip.html(message(counts.min + (index * counts.delta), area));
    tip.style(&#x27;display&#x27;, &#x27;block&#x27;);
    tip.transition().style({
      left: (chartRect.left + (index * barWidth) + (barWidth / 2)) + &#x27;px&#x27;,
      top: (d3.event.y - 60) + &#x27;px&#x27;,
      opacity: 1
    });
  });

  bar.on(&#x27;mouseout&#x27;, function() {
    tip.transition().style(&#x27;opacity&#x27;, 0).each(&#x27;end&#x27;, function() {
      tip.style(&#x27;display&#x27;, &#x27;none&#x27;);
    });
  });

}

function message(value, area) {
  var acres &#x3D; (area / 4046.86).toFixed(0).replace(/\B(?&#x3D;(\d{3})+(?!\d))/g, &#x27;,&#x27;);
  return acres + &#x27; acres at&lt;br&gt;&#x27; + value.toFixed(2) + &#x27; VGI or above&#x27;;
}

&lt;/script&gt;
&lt;/body&gt;
&lt;/html&gt;</code></pre>
      </div>
    </div>

    <script src="https://code.jquery.com/jquery-1.11.2.min.js"></script>
    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.5/js/bootstrap.min.js"></script>
    <script src="./resources/common.js"></script>
    <script src="./resources/prism/prism.min.js"></script>
    <script src="loader.js?id=raster"></script>

  </body>
</html>
